Suppr超能文献

通过头戴式显示器实现的快速P300脑机接口通信。

Rapid P300 brain-computer interface communication with a head-mounted display.

作者信息

Käthner Ivo, Kübler Andrea, Halder Sebastian

机构信息

Institute of Psychology, University of Würzburg Würzburg, Germany.

Institute of Psychology, University of Würzburg Würzburg, Germany ; Department of Rehabilitation for Brain Functions, Research Institute of National Rehabilitation Center for Persons with Disabilities Tokorozawa, Japan.

出版信息

Front Neurosci. 2015 Jun 5;9:207. doi: 10.3389/fnins.2015.00207. eCollection 2015.

Abstract

Visual ERP (P300) based brain-computer interfaces (BCIs) allow for fast and reliable spelling and are intended as a muscle-independent communication channel for people with severe paralysis. However, they require the presentation of visual stimuli in the field of view of the user. A head-mounted display could allow convenient presentation of visual stimuli in situations, where mounting a conventional monitor might be difficult or not feasible (e.g., at a patient's bedside). To explore if similar accuracies can be achieved with a virtual reality (VR) headset compared to a conventional flat screen monitor, we conducted an experiment with 18 healthy participants. We also evaluated it with a person in the locked-in state (LIS) to verify that usage of the headset is possible for a severely paralyzed person. Healthy participants performed online spelling with three different display methods. In one condition a 5 × 5 letter matrix was presented on a conventional 22 inch TFT monitor. Two configurations of the VR headset were tested. In the first (glasses A), the same 5 × 5 matrix filled the field of view of the user. In the second (glasses B), single letters of the matrix filled the field of view of the user. The participant in the LIS tested the VR headset on three different occasions (glasses A condition only). For healthy participants, average online spelling accuracies were 94% (15.5 bits/min) using three flash sequences for spelling with the monitor and glasses A and 96% (16.2 bits/min) with glasses B. In one session, the participant in the LIS reached an online spelling accuracy of 100% (10 bits/min) using the glasses A condition. We also demonstrated that spelling with one flash sequence is possible with the VR headset for healthy users (mean: 32.1 bits/min, maximum reached by one user: 71.89 bits/min at 100% accuracy). We conclude that the VR headset allows for rapid P300 BCI communication in healthy users and may be a suitable display option for severely paralyzed persons.

摘要

基于视觉事件相关电位(P300)的脑机接口(BCI)能够实现快速且可靠的拼写,旨在为严重瘫痪者提供一种不依赖肌肉的通信渠道。然而,它们需要在用户视野范围内呈现视觉刺激。头戴式显示器可以在安装传统显示器可能困难或不可行的情况下(例如在患者床边)方便地呈现视觉刺激。为了探究与传统平板显示器相比,虚拟现实(VR)头显是否能达到相似的准确率,我们对18名健康参与者进行了一项实验。我们还对一名处于闭锁状态(LIS)的患者进行了评估,以验证严重瘫痪者是否可以使用该头显。健康参与者使用三种不同的显示方法进行在线拼写。在一种情况下,在一台传统的22英寸TFT显示器上呈现一个5×5的字母矩阵。测试了VR头显的两种配置。在第一种配置(眼镜A)中,相同的5×5矩阵填满了用户的视野。在第二种配置(眼镜B)中,矩阵中的单个字母填满了用户的视野。处于闭锁状态的参与者在三个不同场合测试了VR头显(仅在眼镜A的情况下)。对于健康参与者,使用显示器和眼镜A进行拼写时,使用三种闪烁序列的平均在线拼写准确率为94%(15.5比特/分钟),使用眼镜B时为96%(16.2比特/分钟)。在一次测试中,处于闭锁状态的参与者在使用眼镜A的情况下在线拼写准确率达到了100%(10比特/分钟)。我们还证明了对于健康用户,使用VR头显通过一种闪烁序列进行拼写也是可行的(平均:32.1比特/分钟,一名用户达到的最高值:在100%准确率下为71.89比特/分钟)。我们得出结论,VR头显能够让健康用户实现快速的P300脑机接口通信,并且可能是严重瘫痪者合适的显示选项。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4598/4456572/96814d617735/fnins-09-00207-g0001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验